The optimal allocation model for SAM using multi-heuristic algorithm:focused on aircraft defense

The optimal allocation model for SAM using multi-heuristic algorithm:focused on aircraft defense

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Article ID: iaor20103039
Volume: 34
Issue: 4
Start Page Number: 481
End Page Number: 490
Publication Date: Jun 2009
Journal: Journal of the Korean O.R. and MS Society
Authors: , ,
Keywords: location, heuristics: genetic algorithms
Abstract:

In the Korean peninsular, aircraft defense with SAM (Surface-to-Air Missile) is very important because of short range of combat space in depth. Effective and successful defense operation largely depends on two factors, SAM's location and the number of SAM for each target based on missile's availability in each SAM's location. However, most previous papers have handled only the former. In this paper, we developed Set covering model which can handle both factors simultaneously and Multi-heuristic algorithm for solving allocation problem of the batteries and missile assignment problem in each battery. Genetic algorithm is used to decide optimal location of the batteries. To determine the number of SAM, a heuristic algorithm is applied for solving missile assignment problem. If the proposed model is applied to allocation of SAM, it will improve the effectiveness of air defense operations.

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